The report, which Business Insider first read about on CNBC, looked at the percentage of workers in a given state without a bachelor of arts (BA) degree, the median earnings for those workers, and how much those available jobs have grown in the past few decades.

Below are the top 10 states, ranked based on the percentage increase of well-paid service jobs between between 1991 and 2015.